As an executive at an oil and gas service company, Andy Moriarty often shares safety messages with his employees. Lately, these messages have become a lot more personal and health-centered.

“I’m not bashful about this disease,” says Andy, who was diagnosed with prostate cancer at age 57. “I caught it so early because every October, I pick up the phone and schedule my annual physical.”

During his last checkup, a blood test...